GSTM1 and gestational diabetes: This study addresses three critical questions: (1) whether ambient PM2.5, PM10, O3, and NO2 exposures associate with GDM risk; (2) if GSTM1-/GSTT1-null genotypes affect the risk of GDM; and (3) whether these genotypes modify air pollution–GDM associations.